Package: evgmrf 0.1.0

evgmrf: Gaussian Markov Random Field Models for Extreme Values

Fitting extreme value distributions with parameters that vary according to Gaussian Markov random fields (GMRFs). For details of distributions see Coles, S.G. (2001) <doi:10.1007/978-1-4471-3675-0>, GMRFs see Rue, H., & Held, L. (2005) <doi:10.1201/9780203492024>, and the fitting approach see Wood, S.N., Pya, N. & Safken, B. (2016) <doi:10.1080/01621459.2016.1180986>.

Authors:Ben Youngman [aut, cre], Ayu Shabrina [aut, ctb]

evgmrf_0.1.0.tar.gz
evgmrf_0.1.0.zip(r-4.7-x86_64)evgmrf_0.1.0.zip(r-4.7-arm64)evgmrf_0.1.0.zip(r-4.6-x86_64)evgmrf_0.1.0.zip(r-4.6-arm64)evgmrf_0.1.0.zip(r-4.5-x86_64)
evgmrf_0.1.0.tgz(r-4.6-x86_64)evgmrf_0.1.0.tgz(r-4.6-arm64)evgmrf_0.1.0.tgz(r-4.5-x86_64)evgmrf_0.1.0.tgz(r-4.5-arm64)
evgmrf_0.1.0.tar.gz(r-4.7-arm64)evgmrf_0.1.0.tar.gz(r-4.7-x86_64)evgmrf_0.1.0.tar.gz(r-4.6-arm64)evgmrf_0.1.0.tar.gz(r-4.6-x86_64)
evgmrf_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
evgmrf/json (API)

# Install 'evgmrf' in R:

install.packages('evgmrf', repos = c('https://byoungman.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/byoungman/evgmrf/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

Datasets:

COcnty - Colorado county annual maxima of daily precipitation
COexc - Colorado daily precipitation above 20mm
COorder - Colorado daily precipitation annual order statistics
COtop50 - Colorado daily precipitation top 50
WAprcp - Top 50 daily precipitation values over Washington State

On CRAN:

openblas cpp openmp

3.00 score 1 stars 6 scripts 15 downloads 4 exports 14 dependencies

Last updated from:93c7522b8f. Checks:15 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	184
linux-devel-x86_64	OK	183
source / vignettes	OK	315
linux-release-arm64	OK	230
linux-release-x86_64	OK	333
macos-release-arm64	OK	231
macos-release-x86_64	OK	555
macos-oldrel-arm64	OK	247
macos-oldrel-x86_64	OK	495
windows-devel-arm64	OK	444
windows-devel-x86_64	OK	266
windows-release-arm64	OK	450
windows-release-x86_64	OK	474
windows-oldrel-x86_64	OK	231
wasm-release	OK	321

Exports:evgmrf evgmrf.control index2W tighten

Dependencies:cli dotCall64 glue gridExtra gtable lattice lifecycle Matrix Rcpp RcppArmadillo RcppEigen rlang spam sparseinv

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Colorado county annual maxima of daily precipitation	COcnty
Extract Model Coefficients	coef.evgmrf
Colorado daily precipitation above 20mm	COexc
Colorado daily precipitation annual order statistics	COorder
Colorado daily precipitation top 50	COtop50
Fitting extreme value distributions with parameters that vary according to Gaussian Markov random fields	evgmrf
Control parameters for evgmrf model optimization	evgmrf.control
Supported Families for evgmrf Models	family.evgmrf
Extract Model Fitted Values	fitted.evgmrf
Build a sparse adjacency matrix from grid indices	index2W
Log-likelihood from a fitted 'evgmrf' object	logLik.evgmrf
Supported GMRF Models for evgmrf Models	model.evgmrf
Plot Method for Fitted 'evgmrf' Objects	plot.evgmrf
Predictions and standard errors from a fitted 'evgmrf' object	predict.evgmrf
Print a fitted 'evgmrf' object	print.evgmrf
Simulations from a fitted 'evgmrf' object	simulate.evgmrf
Summary method for a fitted 'evgmrf' object	print.summary.evgmrf summary.evgmrf
Reducing array dimensions to drop NA-filled dimensions	tighten
Top 50 daily precipitation values over Washington State	WAprcp